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Jian Cao

Shanghai Jiao Tong University, Department of Computer Science and Engineering, China

23 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0036-9436 ↗Homepage ↗

Venues

AAAI ×6IJCAI ×3WWW ×3EMNLP ×2ICDM ×2ACL ×1CIKM ×1CVPR ×1ECAI ×1ICML ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Jianqing Zhang
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Nengjun Zhu
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Jianqi Gao
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Ranran Bu
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Wei Guan
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Zhihao Sui
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Yang Gu
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Zimo Wen
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Qin Hua
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Hengyu You
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Xiyu Chang
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Papers

  1. AP2O-Coder: Adaptively Progressive Preference Optimization for Reducing Compilation and Runtime Errors in LLM-Generated Code
    AAAI 2026 ·
    Jianqing Zhang
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  2. DFRec: Dual Fluctuation Modeling of Multi-level Intent Evolution for Next-Item Recommendation
    AAAI 2026 ·
    Nengjun Zhu
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  3. GCA-KBQA: A Step-Wise Logical Form Generation Approach for KBQA with Knowledge-Assisted Calibration
    SIGIR 2026 ·
    Ranran Bu
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  4. Generating then Refining for Reliable Knowledge Base Question Answering
    ACL 2026 ·
    Jianqi Gao
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  5. SEAR: LLM-Powered Sequential Recommendation via Fusion of Collaborative, Semantic, and Rating Information
    WWW 2026 ·
    Wei Guan
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  6. ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model
    AAAI 2025 ·
    Yang Gu
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  7. COLUR: Confidence-Oriented Learning, Unlearning and Relearning with Noisy-Label Data for Model Restoration and Refinement
    IJCAI 2025 ·
    Zhihao Sui
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  8. DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models
    AAAI 2025 ·
    Wei Guan
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  9. DANet: A RAG-inspired Dual Attention Model for Few-shot Time Series Prediction
    CIKM 2025 ·
    Zimo Wen
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  10. EoT: Evolution of Thoughts for Complex Reasoning Tasks
    EMNLP 2025 ·
    Qin Hua
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  11. HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark
    SIGKDD 2025 ·
    Jianqing Zhang
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  12. KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA
    EMNLP 2025 ·
    Ranran Bu
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  13. Mitigating Forgetting in Adapting Pre-trained Language Models to Text Processing Tasks via Consistency Alignment
    WWW 2025 ·
    Jianqi Gao
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  14. PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs
    ICML 2025 ·
    Jianqing Zhang
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  15. POSM: A Personalized Outfit Recommendation System with Style-Guided Multi-Modal Feature Fusion
    ECAI 2025 ·
    Hengyu You
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  16. Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms
    AAAI 2025 ·
    Jianqi Gao
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  17. Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy
    IJCAI 2025 ·
    Zhihao Sui
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  18. Singleton CTR Prediction: Towards Single-User Modeling Paradigm with Large Language Models
    WWW 2025 ·
    Xiyu Chang
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  19. Trusted Collective Learning for Conflictive Multi-View Decision-Making
    ICDM 2025 ·
    Nengjun Zhu
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  20. An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning
    CVPR 2024 ·
    Jianqing Zhang
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  21. Exploitation or Exploration Next? User Behavior Decoupling and Emerging Intent Modeling for Next-Item Recommendation
    ICDM 2024 ·
    Nengjun Zhu
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  22. FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning
    AAAI 2024 ·
    Jianqing Zhang
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  23. R2V-MIF: Rule-to-Vector Contrastive Learning and Multi-channel Information Fusion for Therapy Recommendation
    IJCAI 2024 ·
    Nengjun Zhu
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